Dataset Versions
v1
2023-09-26 11:56am
Generated on Sep 26, 2023
18292 Total Images
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Dataset Split
Train Set 87%
16005Images
Valid Set 8%
1524Images
Test Set 4%
763Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels